Nikola Mrksic
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
30
Venues
8
Active years
2015–2021
Best venue rank
A*
Where they publish
Papers
30 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2021 | EMNLP | Multilingual and Cross-Lingual Intent Detection from Spoken Data. | Daniela Gerz, Pei-Hao Su, Razvan Kusztos, Avishek Mondal, Michal Lis, Eshan Singhal, Nikola Mrksic, Tsung-Hsien Wen, Ivan Vulic |
| 2021 | EMNLP | ConvFiT: Conversational Fine-Tuning of Pretrained Language Models. | Ivan Vulic, Pei-Hao Su, Samuel Coope, Daniela Gerz, Pawel Budzianowski, Iigo Casanueva, Nikola Mrksic, Tsung-Hsien Wen |
| 2020 | EMNLP | ConveRT: Efficient and Accurate Conversational Representations from Transformers. | Matthew Henderson, Iigo Casanueva, Nikola Mrksic, Pei-Hao Su, Tsung-Hsien Wen, Ivan Vulic |
| 2019 | ACL | Training Neural Response Selection for Task-Oriented Dialogue Systems. | Matthew Henderson, Ivan Vulic, Daniela Gerz, Iigo Casanueva, Pawel Budzianowski, Sam Coope, Georgios Spithourakis, Tsung-Hsien Wen, Nikola Mrksic, Pei-Hao Su |
| 2019 | EMNLP | PolyResponse: A Rank-based Approach to Task-Oriented Dialogue with Application in Restaurant Search and Booking. | Matthew Henderson, Ivan Vulic, Iigo Casanueva, Pawel Budzianowski, Daniela Gerz, Sam Coope, Georgios Spithourakis, Tsung-Hsien Wen, Nikola Mrksic, Pei-Hao Su |
| 2018 | ACL | Fully Statistical Neural Belief Tracking. | Nikola Mrksic, Ivan Vulic |
| 2018 | EMNLP | Adversarial Propagation and Zero-Shot Cross-Lingual Transfer of Word Vector Specialization. | Edoardo Maria Ponti, Ivan Vulic, Goran Glavas, Nikola Mrksic, Anna Korhonen |
| 2018 | NAACL | Deep Learning for Conversational AI. | Pei-Hao Su, Nikola Mrksic, Iigo Casanueva, Ivan Vulic |
| 2018 | NAACL | Post-Specialisation: Retrofitting Vectors of Words Unseen in Lexical Resources. | Ivan Vulic, Goran Glavas, Nikola Mrksic, Anna Korhonen |
| 2018 | NAACL | Specialising Word Vectors for Lexical Entailment. | Ivan Vulic, Nikola Mrksic |
| 2017 | ACL | Neural Belief Tracker: Data-Driven Dialogue State Tracking. | Nikola Mrksic, Diarmuid Saghdha, Tsung-Hsien Wen, Blaise Thomson, Steve J. Young |
| 2017 | ACL | PyDial: A Multi-domain Statistical Dialogue System Toolkit. | Stefan Ultes, Lina Maria Rojas-Barahona, Pei-Hao Su, David Vandyke, Dongho Kim, Iigo Casanueva, Pawel Budzianowski, Nikola Mrksic, Tsung-Hsien Wen, Milica Gasic, Steve J. Young |
| 2017 | ACL | Morph-fitting: Fine-Tuning Word Vector Spaces with Simple Language-Specific Rules. | Ivan Vulic, Nikola Mrksic, Roi Reichart, Diarmuid Saghdha, Steve J. Young, Anna Korhonen |
| 2017 | EACL | A Network-based End-to-End Trainable Task-oriented Dialogue System. | Tsung-Hsien Wen, David Vandyke, Nikola Mrksic, Milica Gasic, Lina Maria Rojas-Barahona, Pei-Hao Su, Stefan Ultes, Steve J. Young |
| 2017 | EMNLP | Cross-Lingual Induction and Transfer of Verb Classes Based on Word Vector Space Specialisation. | Ivan Vulic, Nikola Mrksic, Anna Korhonen |
| 2017 | Interspeech | Domain-Independent User Satisfaction Reward Estimation for Dialogue Policy Learning. | Stefan Ultes, Pawel Budzianowski, Iigo Casanueva, Nikola Mrksic, Lina Maria Rojas-Barahona, Pei-Hao Su, Tsung-Hsien Wen, Milica Gasic, Steve J. Young |
| 2017 | SIGdial | Sub-domain Modelling for Dialogue Management with Hierarchical Reinforcement Learning. | Pawel Budzianowski, Stefan Ultes, Pei-Hao Su, Nikola Mrksic, Tsung-Hsien Wen, Iigo Casanueva, Lina Maria Rojas-Barahona, Milica Gasic |
| 2017 | SIGdial | Reward-Balancing for Statistical Spoken Dialogue Systems using Multi-objective Reinforcement Learning. | Stefan Ultes, Pawel Budzianowski, Iigo Casanueva, Nikola Mrksic, Lina Maria Rojas-Barahona, Pei-Hao Su, Tsung-Hsien Wen, Milica Gasic, Steve J. Young |
| 2016 | ACL | On-line Active Reward Learning for Policy Optimisation in Spoken Dialogue Systems. | Pei-Hao Su, Milica Gasic, Nikola Mrksic, Lina Maria Rojas-Barahona, Stefan Ultes, David Vandyke, Tsung-Hsien Wen, Steve J. Young |
| 2016 | COLING | Exploiting Sentence and Context Representations in Deep Neural Models for Spoken Language Understanding. | Lina Maria Rojas-Barahona, Milica Gasic, Nikola Mrksic, Pei-Hao Su, Stefan Ultes, Tsung-Hsien Wen, Steve J. Young |
| 2016 | EMNLP | Conditional Generation and Snapshot Learning in Neural Dialogue Systems. | Tsung-Hsien Wen, Milica Gasic, Nikola Mrksic, Lina Maria Rojas-Barahona, Pei-Hao Su, Stefan Ultes, David Vandyke, Steve J. Young |
| 2016 | NAACL | Counter-fitting Word Vectors to Linguistic Constraints. | Nikola Mrksic, Diarmuid Saghdha, Blaise Thomson, Milica Gasic, Lina Maria Rojas-Barahona, Pei-Hao Su, David Vandyke, Tsung-Hsien Wen, Steve J. Young |
| 2016 | NAACL | Multi-domain Neural Network Language Generation for Spoken Dialogue Systems. | Tsung-Hsien Wen, Milica Gasic, Nikola Mrksic, Lina Maria Rojas-Barahona, Pei-Hao Su, David Vandyke, Steve J. Young |
| 2015 | ACL | Multi-domain Dialog State Tracking using Recurrent Neural Networks. | Nikola Mrksic, Diarmuid Saghdha, Blaise Thomson, Milica Gasic, Pei-hao Su, David Vandyke, Tsung-Hsien Wen, Steve J. Young |
| 2015 | ASRU | Policy committee for adaptation in multi-domain spoken dialogue systems. | Milica Gasic, Nikola Mrksic, Pei-hao Su, David Vandyke, Tsung-Hsien Wen, Steve J. Young |
| 2015 | ASRU | Multi-domain dialogue success classifiers for policy training. | David Vandyke, Pei-hao Su, Milica Gasic, Nikola Mrksic, Tsung-Hsien Wen, Steve J. Young |
| 2015 | EMNLP | Semantically Conditioned LSTM-based Natural Language Generation for Spoken Dialogue Systems. | Tsung-Hsien Wen, Milica Gasic, Nikola Mrksic, Pei-hao Su, David Vandyke, Steve J. Young |
| 2015 | Interspeech | Learning from real users: rating dialogue success with neural networks for reinforcement learning in spoken dialogue systems. | Pei-hao Su, David Vandyke, Milica Gasic, Dongho Kim, Nikola Mrksic, Tsung-Hsien Wen, Steve J. Young |
| 2015 | SIGdial | Reward Shaping with Recurrent Neural Networks for Speeding up On-Line Policy Learning in Spoken Dialogue Systems. | Pei-Hao Su, David Vandyke, Milica Gasic, Nikola Mrksic, Tsung-Hsien Wen, Steve J. Young |
| 2015 | SIGdial | Stochastic Language Generation in Dialogue using Recurrent Neural Networks with Convolutional Sentence Reranking. | Tsung-Hsien Wen, Milica Gasic, Dongho Kim, Nikola Mrksic, Pei-Hao Su, David Vandyke, Steve J. Young |